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Designing Chatbots for Multiple Use Cases: Intent Routing and Orchestration
Effective multi-use-case chatbots depend on strong intent routing, context-aware orchestration, tailored LLM parameters, and evaluation.
January 14, 2026
by Vinayak Prasad
· 4,057 Views · 1 Like
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Reducing the Cost of Agentic AI: A Design-First Playbook for Scalable, Sustainable Systems
Explore how design-first architecture reduces the cost of Agentic AI by preventing unbounded reasoning and unnecessary agent execution.
January 14, 2026
by Devdas Gupta
· 1,357 Views · 1 Like
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How to Secure a Spring AI MCP Server with an API Key via Spring Security
Discover how to protect your Spring AI MCP server with an API key, including clear instructions, sample code, and recommended security practices.
January 14, 2026
by Horatiu Dan DZone Core CORE
· 3,732 Views · 7 Likes
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Integrating Retrieval-Augmented Generation (RAG) With Agentic AI: Harnessing Elasticsearch Vector Databases for Enterprise AI Systems
A practical overview of using retrieval-augmented generation and agentic AI with Elasticsearch to build reliable, enterprise-ready LLM systems.
January 14, 2026
by Devdas Gupta
· 2,444 Views · 2 Likes
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Architecting a Production-Ready GenAI Service Desk
Building a GenAI chatbot for IT support is easy. Building one that actually solves tickets is hard. Here is a blueprint to boost resolution rates using GenAI.
January 13, 2026
by Dippu Kumar Singh
· 1,518 Views
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Your Next Customer Is a Bot
E-commerce brands lose billions annually to cart abandonment, with over 70% of checkouts left unfinished. A new technology, Agentic AI, is here to solve this.
January 13, 2026
by Akash Lomas
· 1,384 Views · 1 Like
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MCP Servers Are Everywhere, but Most Are Collecting Dust: Key Lessons We Learned to Avoid That
Teams rushing to build MCP servers are discovering that enthusiasm doesn’t translate into usefulness. This article unpacks why and how to make your MCP server valuable.
January 13, 2026
by Thomas Johnson DZone Core CORE
· 2,500 Views · 4 Likes
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AI as a Co-Creator, Not Just an Assistant: The Rise of Collaborative Intelligence in Software Development
AI is evolving from a passive coding assistant into an active engineering collaborator. Modern intelligent agents can now design architectures, generate tests, and even deploy full applications—moving far beyond autocomplete and syntax checks.
January 13, 2026
by Pankaj Gupta
· 1,116 Views
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Supercharge AI Workflows on Azure: Remote MCP Tool Triggers + Your First TypeScript MCP Server
Remote MCP in Azure Functions exposes serverless tools for AI assistants, enabling scalable, cloud-native workflows with Azure services and bindings.
January 13, 2026
by Swapnil Nagar
· 2,047 Views · 1 Like
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UX Research in Agile Product Development: Making AI Workflows Work for People
UX research in agile product development helps teams build AI workflows grounded in real user needs, reducing guesswork and improving ROI.
January 12, 2026
by Priyanka Kuvalekar
· 1,806 Views
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Kotlin Code Style: Best Practices for Former Java Developers
Many Kotlin projects mirror Java thinking—code that works but lacks Kotlin’s true strengths of conciseness, expressiveness, and safety, creating “Java with a Kotlin accent.”
January 12, 2026
by Konstantin Glumov
· 2,975 Views · 3 Likes
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Leveraging AI-Based Authentication Factors in Modern Identity and Access Management Solutions
Discover how AI is revolutionizing identity management by making authentication smarter, faster, more adaptive, and highly secure against evolving cyber threats.
January 12, 2026
by Atish Kumar Dash
· 1,352 Views · 1 Like
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Pragmatic Paths to On-Device AI on Android with ML Kit
Use ML Kit to add on-device AI (Text/Barcode/OCR, Object & Pose, Translation) with simple Kotlin APIs-fast, offline, private.
January 12, 2026
by Mohan Sankaran
· 1,804 Views · 6 Likes
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The Rise of Diskless Kafka: Rethinking Brokers, Storage, and the Kafka Protocol
Diskless Kafka stores all event data in object storage without using brokers for scalable and cost-efficient data streaming architectures.
January 9, 2026
by Kai Wähner DZone Core CORE
· 1,694 Views · 2 Likes
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How to Build and Deploy an AI Agent on Kubernetes With AWS Bedrock, FastAPI and Helm
Learn how to build, containerize, and deploy a lightweight, cloud-native AI agent on Amazon EKS using FastAPI, AWS Bedrock, Docker, and Helm.
January 9, 2026
by Chandrasekhar Rao Katru
· 3,398 Views · 6 Likes
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Essential Techniques for Production Vector Search Systems Part 2 - Binary Quantization
Proven techniques for production vector search including when to use each one, how to combine them effectively, trade offs to understand before deployment.
January 9, 2026
by Pavan Vemuri DZone Core CORE
· 1,894 Views · 3 Likes
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From Code to Runtime: How AI Is Bridging the SAST–DAST Gap
A practical exploration of how AI connects static code vulnerabilities with their potential runtime exploitability in modern cloud-native applications
January 9, 2026
by Atish Kumar Dash
· 1,617 Views · 1 Like
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How AI Is Rewriting DevOps: Practical Patterns for Faster, Safer Releases
AI is reshaping DevOps by accelerating development, testing, and deployment while enhancing reliability through smart automation.
January 9, 2026
by Bhanu Sekhar Guttikonda
· 1,936 Views · 2 Likes
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When Services Think for Themselves: Traditional Orchestration vs. Agentic AI Microservices
Why traditional orchestration falls short and how agentic AI enables predictive, autonomous microservices for modern cloud-native architectures.
January 8, 2026
by Atish Kumar Dash
· 2,337 Views · 1 Like
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Essential Techniques for Production Vector Search Systems Part 1 - Hybrid Search
Proven techniques for production vector search including when to use each one, how to combine them effectively, and trade offs to understand before deployment.
January 8, 2026
by Pavan Vemuri DZone Core CORE
· 1,919 Views · 2 Likes
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